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Sathyakama Sandilya

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Publication

Featured researches published by Sathyakama Sandilya.

Rule Extraction from Support Vector Machines | 2008

Rule Extraction from Linear Support Vector Machines via Mathematical Programming

Glenn Fung; Sathyakama Sandilya; R. Bharat Rao

We describe an algorithm for converting linear support vector machines SVM and any other arbitrary hyperplane-based linear classifiers into a set of nonoverlapping rules that, unlike the original classifier, can be easily interpreted by humans.

Archive | 2002

Patient data mining

R. Bharat Rao; Sathyakama Sandilya; Christopher Jude Amies; Radu Stefan Niculescu; Arun Kumar Goel; Thomas R. Warrick

Archive | 2003

Systems and methods for automated extraction and processing of billing information in patient records

R. Bharat Rao; Radu Stefan Niculescu; Sathyakama Sandilya

knowledge discovery and data mining | 2005

Rule extraction from linear support vector machines

Glenn Fung; Sathyakama Sandilya; R. Bharat Rao

Archive | 2002

PATIENT DATA MINING FOR DIAGNOSIS AND PROJECTIONS OF PATIENT STATES

Bharat Rao; Sathyakama Sandilya; Radu Stefan Niculescu; Arun Kumar Goel

Archive | 2004

Business methods and systems for providing healthcare management and decision support services using structured clinical information extracted from healthcare provider data

Sriram Krishnan; R. Rao; William Landi; Sathyakama Sandilya

Archive | 2002

Patient data mining with population-based analysis

R. Bharat Rao; Sathyakama Sandilya

Archive | 2002

Patient data mining for quality adherence

R. Bharat Rao; Sathyakama Sandilya; Harm J. Scherpbier; Thomas R. Warrick

Archive | 2002

Patient data mining, presentation, exploration, and verification

R. Rao; Sathyakama Sandilya; Radu Stefan Niculescu; Arun Kumar Goel; Brian Berenbach

Archive | 2005

Probabilistic model for record linkage

Phan Hong Giang; Sathyakama Sandilya; William Landi; R. Rao

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Radu Stefan Niculescu

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R. Bharat Rao

University of Pittsburgh

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R. Bharat Rao

University of Pittsburgh

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Arun Kumar Goel

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Thomas R. Warrick

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William Landi

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Phan Hong Giang

George Mason University

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Glenn Fung

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Harm J. Scherpbier

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R. Rao

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